This book is a practical guide on the use of various data analytics and visualization techniques and tools in the banking and financial sectors. It includes examples of novel big data sources and some successful applications on the use of advanced machine learning, natural language processing, networks analysis, and time series analysis and forecasting, among others, in the banking and finance.